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Spatial Understanding on RealWorldQA

66.01RWQA Score

UniMRG

Updated 3d ago

Evaluation Results

Method	Links
UniMRG 2026.01		66.01
InternVL3 2026.01		65.23
OpenUni 2026.01		65.23
UniLIP 2026.01		64.18
Emu3-Chat 2026.01		56.99
Harmon 2026.01		46.67
LLaVA-OV 2026.01		46.41
Janus 2026.01		43.66
Janus-Pro 2026.01		41.83
Show-o 2026.01		38.17
Cambrian-34B 2024.08		0.671
LLaVA-NeXT-Yi-34B 2024.08		0.66
MiniCPM-Llama3-V 2.5 2024.08		0.635
GPT-4V (2023.11.06) 2024.08		0.63
CogVLM2-19B-Chat 2024.08		0.629
Idefics2 2024.08		0.607
Gemini Pro 2024.08		0.604
CogVLM-Chat 2024.08		0.603
LLaVA-NeXT-Llama3-8B 2024.08		0.6
Cambrian-8B 2024.08		0.6
Phi-3-vision-128k-instruct 2024.08		0.588
Bunny-Llama-3-8B 2024.08		0.588
MiniCPM-V 2.0 2024.08		0.558
Yi-VL-34B 2024.08		0.548
DeepSeek-VL-7B 2024.08		0.542
Yi-VL-6B 2024.08		0.535
MiniCPM-V 1.0 2024.08		0.512
DeepSeek-VL-1.3B 2024.08		0.497
Qwen-VL-Chat 2024.08		0.493
Claude 3 Opus 2024.08		0.484